LSF: An energy management algorithm for S-RAID 5

Zhi Zhuo Sun; Yuan Zhang Li; Wei Huan Zuo; Jun Wan; Xiang He; Yu An Tan

LSF: An energy management algorithm for S-RAID 5

Zhi Zhuo Sun
, Yuan Zhang Li
, Wei Huan Zuo
, Jun Wan
, Xiang He
, Yu An Tan^*

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

Abstract

S-RAID 5 is an energy-efficient RAID for sequential data access, an energy management algorithm, logical space forecast (LSF) algorithm, for S-RAID 5 was proposed to improve the performance of S-RAID 5 while maintains its energy efficiency. LSF performed dynamical cluster analysis on the addresses of the I/O requests, and obtained the areas of I/Os distributed in the logical address space. According the dynamic characteristics of above areas and special data layout of S-RAID 5, LSF forecasted the states of the disks in S-RAID 5, and scheduled the disks based on the predicted states. Experimental result shows that compared with classical algorithms TPM and Markov, LSF can effectively eliminate the response time delay of S-RAID 5 while gains similar energy saving.

Original language	English
Pages (from-to)	166-170
Number of pages	5
Journal	Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology
Volume	34
Issue number	2
Publication status	Published - Feb 2014

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Energy management algorithm
RAID
S-RAID 5
Sequential data access

Cite this

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title = "LSF: An energy management algorithm for S-RAID 5",

abstract = "S-RAID 5 is an energy-efficient RAID for sequential data access, an energy management algorithm, logical space forecast (LSF) algorithm, for S-RAID 5 was proposed to improve the performance of S-RAID 5 while maintains its energy efficiency. LSF performed dynamical cluster analysis on the addresses of the I/O requests, and obtained the areas of I/Os distributed in the logical address space. According the dynamic characteristics of above areas and special data layout of S-RAID 5, LSF forecasted the states of the disks in S-RAID 5, and scheduled the disks based on the predicted states. Experimental result shows that compared with classical algorithms TPM and Markov, LSF can effectively eliminate the response time delay of S-RAID 5 while gains similar energy saving.",

keywords = "Energy management algorithm, RAID, S-RAID 5, Sequential data access",

author = "Sun, \{Zhi Zhuo\} and Li, \{Yuan Zhang\} and Zuo, \{Wei Huan\} and Jun Wan and Xiang He and Tan, \{Yu An\}",

year = "2014",

month = feb,

language = "English",

volume = "34",

pages = "166--170",

journal = "Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology",

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}

TY - JOUR

T1 - LSF

T2 - An energy management algorithm for S-RAID 5

AU - Sun, Zhi Zhuo

AU - Li, Yuan Zhang

AU - Zuo, Wei Huan

AU - Wan, Jun

AU - He, Xiang

AU - Tan, Yu An

PY - 2014/2

Y1 - 2014/2

N2 - S-RAID 5 is an energy-efficient RAID for sequential data access, an energy management algorithm, logical space forecast (LSF) algorithm, for S-RAID 5 was proposed to improve the performance of S-RAID 5 while maintains its energy efficiency. LSF performed dynamical cluster analysis on the addresses of the I/O requests, and obtained the areas of I/Os distributed in the logical address space. According the dynamic characteristics of above areas and special data layout of S-RAID 5, LSF forecasted the states of the disks in S-RAID 5, and scheduled the disks based on the predicted states. Experimental result shows that compared with classical algorithms TPM and Markov, LSF can effectively eliminate the response time delay of S-RAID 5 while gains similar energy saving.

AB - S-RAID 5 is an energy-efficient RAID for sequential data access, an energy management algorithm, logical space forecast (LSF) algorithm, for S-RAID 5 was proposed to improve the performance of S-RAID 5 while maintains its energy efficiency. LSF performed dynamical cluster analysis on the addresses of the I/O requests, and obtained the areas of I/Os distributed in the logical address space. According the dynamic characteristics of above areas and special data layout of S-RAID 5, LSF forecasted the states of the disks in S-RAID 5, and scheduled the disks based on the predicted states. Experimental result shows that compared with classical algorithms TPM and Markov, LSF can effectively eliminate the response time delay of S-RAID 5 while gains similar energy saving.

KW - Energy management algorithm

KW - RAID

KW - S-RAID 5

KW - Sequential data access

UR - https://www.scopus.com/pages/publications/84898685182

M3 - Article

AN - SCOPUS:84898685182

SN - 1001-0645

VL - 34

SP - 166

EP - 170

JO - Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology

JF - Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology

IS - 2

ER -

LSF: An energy management algorithm for S-RAID 5

Abstract

UN SDGs

Keywords

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